Record, CLM, bronze and silver
CLM-403371
Received 2026-02-05T21:11:17Z, line 30,641 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Dean, Julia | Julia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Dean | Changed |
| Date of birth | 11/20/1959 | 1959-11-20 | Parsed |
| Gender | - | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | ·· | — | Unchanged |
| Phone | 498-414-6658 | 4984146658 | Parsed |
| null | — | Cleared | |
| Address | 6505 HIGHLAND AVENUE | 6505 Highland Ave | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32273 | 32273 | Unchanged |
| Group | GRP-9543 | GRP-9543 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- julia|dean
- Address key
- 6505|highland|32273
- Canonical first
- julia
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| PRV-20964 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010733
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Julia Dean, 1959-11-20, 2 records, Verified
Evidence
Matched against PRV-20964
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2f593f99fc2026-10-22 12:43:54, scoring_agentidentity id MBR-010733, confidence 1, method probabilistic, matched record PRV-20964, policy version 1
- Record linked automatically0ddb09c9212026-10-19 19:54:38, scoring_agentidentity id MBR-010733, confidence 1, method probabilistic, matched record PRV-20964, policy version 1
- Record linked automatically7931d636552026-10-19 19:52:09, scoring_agentidentity id MBR-010733, confidence 1, method probabilistic, matched record PRV-20964, policy version 1
- Record linked automaticallydc182eaea72026-10-19 19:45:42, scoring_agentidentity id MBR-010733, confidence 1, method probabilistic, matched record PRV-20964, policy version 1
- Record linked automaticallyb426fcd9362026-10-19 19:32:31, scoring_agentidentity id MBR-010733, confidence 1, method probabilistic, matched record PRV-20964, policy version 1
- Record linked automaticallyc154971a652026-10-19 19:31:28, matching_agentidentity id MBR-025852, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-403370